{"id":"W7009969493","doi":"","title":"Fire resistance performance of lightweight framed wall assemblies: effects of various parameters, key design considerations and numerical modelling","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"FPInnovations","keywords":"Gypsum; Framing (construction); Compatibility (geochemistry); Shear (geology); Fire resistance; Shear wall","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001080137,0.0003865392,0.0006020772,0.0005431012,0.0002511233,0.0004900002,0.0003308276,0.0004560215,0.001199678],"category_scores_gemma":[0.002393818,0.0002785595,0.0003886216,0.0002957306,0.0002653062,0.0003420461,0.0002194245,0.0003055248,0.0004481605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002879023,"about_ca_system_score_gemma":0.0001017327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007385078,"about_ca_topic_score_gemma":0.001023292,"domain_scores_codex":[0.9995901,0.0001031055,0.00003652387,0.00003474579,0.0001687995,0.00006666825],"domain_scores_gemma":[0.9986326,0.0007978742,0.0002627475,0.0001044079,0.0001595147,0.00004277817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002545306,0.0002539678,0.01272922,0.000295166,0.00004319888,0.0006901931,0.0003195801,0.3764291,0.5715659,0.00039642,0.0002397967,0.03449221],"study_design_scores_gemma":[0.00006270276,0.003417569,0.03250672,0.00006371322,0.000108597,0.0006064519,0.0002789687,0.3383894,0.6231613,0.0001904699,0.001149564,0.00006454773],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947431,0.0001836521,0.00391492,0.00001090707,0.000006590062,0.00001086954,0.00004562655,0.00005872555,0.001025464],"genre_scores_gemma":[0.9981776,0.00006234051,0.001364334,0.00000272838,0.00000143662,0.000005830771,0.00004332373,0.00001273094,0.0003295706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001199678,"threshold_uncertainty_score":0.00571239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172837278911948,"score_gpt":0.1947206076549186,"score_spread":0.1829922348657991,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}